nlp-notebooksA collection of natural language processing notebooks.
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Gluon NlpNLP made easy
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turingadviceEvaluating Machines by their Real-World Language Use
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Transformers🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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Awesome NlgA curated list of resources dedicated to Natural Language Generation (NLG)
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classyclassy is a simple-to-use library for building high-performance Machine Learning models in NLP.
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awesome-nlgA curated list of resources dedicated to Natural Language Generation (NLG)
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TextFeatureSelectionPython library for feature selection for text features. It has filter method, genetic algorithm and TextFeatureSelectionEnsemble for improving text classification models. Helps improve your machine learning models
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PplmPlug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.
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COCO-LM[NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
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RnnlgRNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.
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PaperrobotCode for PaperRobot: Incremental Draft Generation of Scientific Ideas
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Textaugmentation Gpt2Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.
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Accelerated TextAccelerated Text is a no-code natural language generation platform. It will help you construct document plans which define how your data is converted to textual descriptions varying in wording and structure.
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uctfUnsupervised Controllable Text Generation (Applied to text Formalization)
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Fill-the-GAP[ACL-WS] 4th place solution to gendered pronoun resolution challenge on Kaggle
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auto-gfqgAutomatic Gap-Fill Question Generation
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Gpt2PyTorch Implementation of OpenAI GPT-2
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text2textText2Text: Cross-lingual natural language processing and generation toolkit
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SimplenlgJava API for Natural Language Generation. Originally developed by Ehud Reiter at the University of Aberdeen’s Department of Computing Science and co-founder of Arria NLG. This git repo is the official SimpleNLG version.
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NonautoreggenprogressTracking the progress in non-autoregressive generation (translation, transcription, etc.)
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Practical PytorchGo to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
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MojitalkCode for "MojiTalk: Generating Emotional Responses at Scale" https://arxiv.org/abs/1711.04090
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NndialNNDial is an open source toolkit for building end-to-end trainable task-oriented dialogue models. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.
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Kenlg ReadingReading list for knowledge-enhanced text generation, with a survey
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Dgm latent bowImplementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words
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Nlg RlAccelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction
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NRCNatural language generation for discrete data in EHRs
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Entity2Topic[NAACL2018] Entity Commonsense Representation for Neural Abstractive Summarization
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LanguagetoysRandom fun with statistical language models.
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TgenStatistical NLG for spoken dialogue systems
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PlanSum[AAAI2021] Unsupervised Opinion Summarization with Content Planning
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linguistic-style-transfer-pytorchImplementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch
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NumberwordsConvert a number to an approximated text expression: from '0.23' to 'less than a quarter'.
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DipsNAACL 2019: Submodular optimization-based diverse paraphrasing and its effectiveness in data augmentation
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springSPRING is a seq2seq model for Text-to-AMR and AMR-to-Text (AAAI2021).
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mtdataA tool that locates, downloads, and extracts machine translation corpora
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WorldgenerationGenerating Interactive Fiction worlds from story plots
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factedit🧐 Code & Data for Fact-based Text Editing (Iso et al; ACL 2020)
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numberwordsConvert a number to an approximated text expression: from '0.23' to 'less than a quarter'.
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nlg-markovify-apiAn API built on Plumber (R) utilizing Markovify, a Python package, wrapped in markovifyR (R). It builds a Markov Chain-model based on text (user input) and generates new text based on the model.
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Pqg PytorchParaphrase Generation model using pair-wise discriminator loss
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